CCXDEV-16647: add create gatherer skill - #1335
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Signed-off-by: Ondrej Pokorny <opokorny@redhat.com>
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@opokornyy: This pull request references CCXDEV-16647 which is a valid jira issue. Warning: The referenced jira issue has an invalid target version for the target branch this PR targets: expected the task to target the "5.0.0" version, but no target version was set. DetailsIn response to this:
Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the openshift-eng/jira-lifecycle-plugin repository. |
📝 WalkthroughWalkthroughAdded the ChangesGatherer Creation Workflow
Estimated code review effort: 1 (Trivial) | ~3 minutes 🚥 Pre-merge checks | ✅ 15✅ Passed checks (15 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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Actionable comments posted: 9
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In @.claude/skills/create-gatherer/SKILL.md:
- Around line 95-98: Replace the broad exemption for labels and annotations with
an explicit allowlist of verified safe keys and values, while preserving only
the documented safe Kubernetes metadata cases. Ensure unknown labels and
annotations remain subject to anonymization under the rules in Lines 83-93, and
update the guidance near “Sensitive data” accordingly.
- Line 12: Update each fenced code block in SKILL.md, including the referenced
additional locations, with an appropriate language identifier such as text or
bash to satisfy markdownlint MD040; preserve the existing example contents.
- Around line 42-46: Update the Jira ticket handling instructions before the
acli invocation: validate the entire user input against ^[A-Z][A-Z0-9]*-[0-9]+$,
then pass only the validated ticket key as a single quoted argument to `acli
jira workitem view`. Do not interpolate the raw user input into the shell
command.
- Around line 35-40: Update the front matter and workflow structure in SKILL.md
by removing the second `---` and `prompt: |` declarations, then unindent the
workflow content so it is parsed as normal Markdown and no longer triggers
MD023.
- Line 423: Replace the literal {{args}} placeholder in the User's request
template with Claude Code’s supported $ARGUMENTS or $0 variable so the request
is explicitly passed into the gatherer skill.
- Around line 199-206: Update the “Dynamic client” guidance in the relevant Step
4 section to require each gatherer package to define its own GVR constants
locally, matching existing usage in gather_helm_info.go and
gather_api_request_count.go; do not require all dynamic-client GVRs to be added
to clusterconfig/const.go.
- Around line 1-4: Add disable-model-invocation: true to the create-gatherer
skill frontmatter so Claude Code requires explicit user invocation before
running this mutating workflow; leave the existing name and description
unchanged.
- Around line 115-116: Update the pagination guidance in the gatherer
instructions to distinguish response pagination from intentional truncation:
require continuing requests with metadata.continue until it is empty when
collecting all resources, and document that hard caps intentionally stop
collection and return the truncation error specified by the existing guidance.
- Around line 46-54: Update the Jira ticket retrieval and Step 1 confirmation
flow to request and display fixVersions, preferably using the JSON response. If
fixVersions is empty, stop before implementation and require the user to provide
an explicit release version; use that confirmed value when generating
documentation instead of TODO_VERSION.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: Repository YAML (base), Central YAML (inherited)
Review profile: CHILL
Plan: Enterprise
Run ID: 390e190d-4839-4902-b180-385331f25a30
📒 Files selected for processing (1)
.claude/skills/create-gatherer/SKILL.md
| --- | ||
| name: create-gatherer | ||
| description: Create a new gathering function including implementation, tests, sample archive data, registration, and docs regeneration | ||
| --- |
There was a problem hiding this comment.
🔒 Security & Privacy | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -e
printf '%s\n' '--- target file ---'
cat -n .claude/skills/create-gatherer/SKILL.md | sed -n '1,220p'
printf '%s\n' '--- Claude skill metadata usage ---'
rg -n --hidden --glob '!**/.git/**' 'disable-model-invocation|allowed-tools|^---$|^name:' .claude | sed -n '1,240p'
printf '%s\n' '--- command and mutation references in target skill ---'
rg -n 'acli|kubectl|make|go |git |write|modify|create|regener|test|build|Run|run' .claude/skills/create-gatherer/SKILL.mdRepository: openshift/insights-operator
Length of output: 18575
🌐 Web query:
Claude Code skills disable-model-invocation frontmatter official documentation
💡 Result:
In Claude Code, the disable-model-invocation frontmatter field is used to control how the agent interacts with a skill [1]. Setting disable-model-invocation: true in the YAML frontmatter of a SKILL.md file prevents Claude Code from automatically loading or triggering that skill based on conversation context [1][2]. This is recommended for workflows that should only be executed manually, such as those with side effects (e.g., deployments, commits, or sending messages), or to reduce context costs by keeping the skill out of the agent's active awareness until needed [1][2]. Key points regarding its behavior include: - Manual Invocation: When set to true, the skill remains available for you to trigger manually using a slash command (e.g., /skill-name) [1][3]. - Context Management: By default, skills load their descriptions at session start so Claude can decide when to use them [2]. Setting this flag to true hides the skill from Claude entirely, meaning no context is consumed by the skill's description until you manually invoke it [1][2]. - Distinction from user-invocable: Note that user-invocable: false only removes the skill from the slash command menu UI; it does not prevent Claude from auto-invoking the skill [4]. To block programmatic invocation by the agent, you must use disable-model-invocation: true [1][4]. - Subagents: This flag also prevents the skill from being automatically preloaded when using subagents [1]. Official documentation on extending Claude Code with skills can be found at https://code.claude.com/docs/en/skills [1].
Citations:
- 1: https://code.claude.com/docs/en/skills
- 2: https://code.claude.com/docs/en/features-overview
- 3: https://rajeevpentyala.com/2026/06/29/disable-model-invocation-control-when-your-coding-agent-auto-invokes-a-skill/
- 4: [DOCS] Clarify distinction between
user-invocableanddisable-model-invocationin Skills documentation anthropics/claude-code#19141
🏁 Script executed:
#!/bin/bash
set -e
python3 - <<'PY'
from pathlib import Path
import re
path = Path(".claude/skills/create-gatherer/SKILL.md")
lines = path.read_text().splitlines()
commands = re.compile(r"\b(acli|kubectl|make|go)\b")
confirm = re.compile(r"\b(ask|confirm|confirmation|confirmation gates?|wait for confirmation)\b", re.I)
for number, line in enumerate(lines, 1):
if commands.search(line) or confirm.search(line):
print(f"{number}: {line}")
PYRepository: openshift/insights-operator
Length of output: 3951
Require explicit invocation for this mutating skill.
Add disable-model-invocation: true to the frontmatter. Claude Code can invoke skills from conversation context by default. This skill can run acli and kubectl before its confirmation gate, then create files and execute make and go commands after confirmation.
🧰 Tools
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 1 - 4, Add
disable-model-invocation: true to the create-gatherer skill frontmatter so
Claude Code requires explicit user invocation before running this mutating
workflow; leave the existing name and description unchanged.
Source: Path instructions
|
|
||
| ## Usage | ||
|
|
||
| ``` |
There was a problem hiding this comment.
📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick win
Add language identifiers to fenced examples.
markdownlint reports MD040 for these fences. Add text, bash, or the appropriate language identifier to each block.
Also applies to: 126-126, 364-365, 387-387
🧰 Tools
🪛 markdownlint-cli2 (0.23.1)
[warning] 12-12: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md at line 12, Update each fenced code
block in SKILL.md, including the referenced additional locations, with an
appropriate language identifier such as text or bash to satisfy markdownlint
MD040; preserve the existing example contents.
Source: Linters/SAST tools
| --- | ||
| prompt: | | ||
| You are creating a new gathering function for the insights-operator project. | ||
| Follow EVERY convention below exactly. Do not deviate. | ||
|
|
||
| ## Step 0: Fetch Jira ticket (if applicable) |
There was a problem hiding this comment.
🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
python3 - <<'PY'
from pathlib import Path
text = Path(".claude/skills/create-gatherer/SKILL.md").read_text()
assert text.startswith("---\n")
assert "\nprompt: |" not in text
assert "\n$ARGUMENTS" in text or "$ARGUMENTS" in text
assert "\n ## " not in text
print("SKILL.md structure checks passed")
PYRepository: openshift/insights-operator
Length of output: 253
🏁 Script executed:
sed -n '1,80p' .claude/skills/create-gatherer/SKILL.md
printf '\n--- line and marker checks ---\n'
python3 - <<'PY'
from pathlib import Path
p = Path(".claude/skills/create-gatherer/SKILL.md")
lines = p.read_text().splitlines()
for i, line in enumerate(lines, 1):
if line.strip() in {"---", "prompt: |"} or "You are creating" in line or line.startswith(" ## "):
print(f"{i}: {line!r}")
PYRepository: openshift/insights-operator
Length of output: 5073
🏁 Script executed:
python3 - <<'PY'
from pathlib import Path
p = Path(".claude/skills/create-gatherer/SKILL.md")
text = p.read_text()
checks = {
"starts_with_frontmatter": text.startswith("---\n"),
"prompt_marker_absent": "\nprompt: |" not in text,
"arguments_present": "\n$ARGUMENTS" in text or "$ARGUMENTS" in text,
"indented_headings_absent": "\n ## " not in text,
}
for name, result in checks.items():
print(f"{name}: {result}")
PY
printf '\n--- repository skill files and frontmatter shape ---\n'
find .claude -name SKILL.md -print | sort | head -30Repository: openshift/insights-operator
Length of output: 374
🌐 Web query:
Claude Code skills SKILL.md frontmatter prompt field nested frontmatter documentation
💡 Result:
In Claude Code, SKILL.md files use YAML frontmatter enclosed in --- markers at the top of the file to configure metadata and behavior [1][2][3]. Frontmatter Fields: - Required: name (maximum 64 characters; lowercase letters, numbers, and hyphens) and description (explains the skill's purpose and trigger context) [4][3][5]. - Recommended/Optional: allowed-tools (configures tool access), disable-model-invocation (prevents automatic loading), and others depending on the specific implementation requirements [1][6][7]. Nesting and Structure: - The YAML frontmatter should generally be flat (top-level fields) [6][7]. Nesting fields under a metadata key (e.g., metadata:) is generally discouraged, as some validation tools or parsers may fail to recognize them [6][7]. - The "prompt" is not typically a formal YAML field in the frontmatter; rather, instructions are placed in the Markdown body that follows the frontmatter block [1][2][8]. - If you have extensive information, it is best practice to keep the main SKILL.md concise and use separate files (e.g., in a references/ or similar subdirectory) for detailed instructions or supporting assets [8][5]. Claude should be directed to these files within the Markdown content of the SKILL.md file [4][8]. - Note that nested references (referencing a file from a file that is already referenced) should be avoided; keep references one level deep from the main SKILL.md file to ensure Claude reads the content accurately [4].
Citations:
- 1: https://code.claude.com/docs/en/skills
- 2: https://code.claude.com/docs/en/skills.md
- 3: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview
- 4: https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices
- 5: https://claude.com/docs/skills/how-to
- 6: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/wiki/Frontmatter-Reference
- 7: https://claudskills.com/learn/claude-code-skill-frontmatter-fields/
- 8: https://support.claude.com/en/articles/12512198-how-to-create-custom-skills
Fix the SKILL.md structure before merge.
Remove the second --- and prompt: | lines. Unindent the workflow so it is normal Markdown. The current indentation causes the reported MD023 errors.
🧰 Tools
🪛 markdownlint-cli2 (0.23.1)
[warning] 40-40: Headings must start at the beginning of the line
(MD023, heading-start-left)
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 35 - 40, Update the
front matter and workflow structure in SKILL.md by removing the second `---` and
`prompt: |` declarations, then unindent the workflow content so it is parsed as
normal Markdown and no longer triggers MD023.
Source: Linters/SAST tools
| Check if the user's input matches a Jira ticket key pattern (e.g., `CCXDEV-12345`, `OCPBUGS-99999` — typically uppercase letters, a dash, and digits). | ||
|
|
||
| If it is a Jira ticket key, fetch the ticket details: | ||
| ```bash | ||
| acli jira workitem view <TICKET_KEY> --fields summary,description,comment,labels,priority |
There was a problem hiding this comment.
🔒 Security & Privacy | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -eu
printf '%s\n' '--- target file ---'
cat -n .claude/skills/create-gatherer/SKILL.md | sed -n '1,100p'
printf '%s\n' '--- related Jira command instructions ---'
rg -n -C 3 'acli jira|TICKET_KEY|Jira ticket|workitem view|create-gatherer' .claude .github 2>/dev/null || trueRepository: openshift/insights-operator
Length of output: 12113
🏁 Script executed:
#!/bin/bash
set -eu
python3 - <<'PY'
import re
samples = [
"CCXDEV-12345",
"OCPBUGS-99999",
"CCXDEV-12345; touch /tmp/pwned",
"CCXDEV-12345$(id)",
"prefix CCXDEV-12345",
"CCXDEV-12345 --fields summary",
]
pattern = re.compile(r"^[A-Z][A-Z0-9]*-[0-9]+$")
for value in samples:
print(f"{value!r}: fullmatch={bool(pattern.fullmatch(value))}")
PY
printf '%s\n' '--- shell tokenization of unquoted substitutions ---'
python3 - <<'PY'
import shlex
samples = [
"acli jira workitem view CCXDEV-12345 --fields summary",
"acli jira workitem view CCXDEV-12345; touch /tmp/pwned --fields summary",
"acli jira workitem view CCXDEV-12345$(id) --fields summary",
]
for command in samples:
print(command)
print(shlex.split(command))
PYRepository: openshift/insights-operator
Length of output: 898
Validate the Jira key before running acli.
Require a full-string match such as ^[A-Z][A-Z0-9]*-[0-9]+$. Pass only the validated key as one quoted argument. Do not interpolate raw user input into the shell command.
🧰 Tools
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 42 - 46, Update the
Jira ticket handling instructions before the acli invocation: validate the
entire user input against ^[A-Z][A-Z0-9]*-[0-9]+$, then pass only the validated
ticket key as a single quoted argument to `acli jira workitem view`. Do not
interpolate the raw user input into the shell command.
Source: Path instructions
| acli jira workitem view <TICKET_KEY> --fields summary,description,comment,labels,priority | ||
| ``` | ||
|
|
||
| Extract from the ticket: | ||
| - **Summary**: the one-line title (often contains the resource type and API group) | ||
| - **Description**: detailed requirements — look for resource kinds, API groups/versions, expected instance counts, backport requirements, linked Insights recommendations (INSIGHTOCP tickets), and any specific fields mentioned | ||
| - **Comments**: may contain additional context, decisions, or clarifications from the team | ||
|
|
||
| Use this information to pre-fill the requirements in Step 1. Present what you extracted to the user and ask them to confirm or correct before proceeding. |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -eu
printf '%s\n' '--- target skill ---'
cat -n .claude/skills/create-gatherer/SKILL.md | sed -n '1,180p'
printf '%s\n' '--- version-related references ---'
rg -n --hidden --glob '!node_modules' --glob '!dist' --glob '!build' \
'TODO_VERSION|target version|fix version|fixVersion|release version|released.version|acli jira workitem view|--fields' \
.claude README.md .github 2>/dev/null | sed -n '1,240p'
printf '%s\n' '--- repository files near skill ---'
git ls-files .claude/skills/create-gatherer .claude | sed -n '1,160p'Repository: openshift/insights-operator
Length of output: 11769
🏁 Script executed:
#!/bin/bash
set -eu
printf '%s\n' '--- documentation and version workflow ---'
cat -n .claude/skills/create-gatherer/SKILL.md | sed -n '220,290p'
printf '%s\n' '--- all create-gatherer workflow gates and prompts ---'
rg -n -C 4 --hidden --glob '!node_modules' --glob '!dist' --glob '!build' \
'TODO_VERSION|version|confirm|confirmation|doc|backport|release|Jira' \
.claude/skills/create-gatherer/SKILL.md | sed -n '1,260p'
printf '%s\n' '--- repository metadata and relevant docs ---'
rg -n --hidden --glob '!node_modules' --glob '!dist' --glob '!build' \
'Backport|backport|TODO_VERSION|Fix Version|fixVersion|targetVersion|target version|release' \
. --glob '*.go' --glob '*.md' --glob '*.yaml' --glob '*.yml' --glob '*.json' 2>/dev/null | sed -n '1,260p'Repository: openshift/insights-operator
Length of output: 39777
🏁 Script executed:
#!/bin/bash
set -eu
python3 - <<'PY'
from pathlib import Path
p = Path(".claude/skills/create-gatherer/SKILL.md")
text = p.read_text()
fetch = "acli jira workitem view <TICKET_KEY> --fields summary,description,comment,labels,priority"
required = [
"TODO_VERSION",
"Fill in the Released version number",
"Run `make docs`",
]
for value in [fetch, *required]:
print(f"{value!r}: {value in text}")
fetch_end = text.index(fetch)
doc_start = text.index("### Doc comment format")
doc_end = text.index("### Record type selection", doc_start)
step11 = text.index("## Step 11: Run `make docs`")
step13 = text.index("## Step 13: Summary")
print("version field requested:", any(
name.lower() in text[fetch_end:doc_start].lower()
for name in ("fixversion", "fix version", "target version", "release version")
))
print("TODO_VERSION precedes make docs:", text.index("TODO_VERSION") < text.index("Run `make docs`"))
print("version TODO is in final checklist:", text.index("Fill in the Released version number") > step13)
print("missing-version stop instruction:", any(
phrase in text.lower()
for phrase in ("stop if", "must stop", "do not proceed", "until the user provides")
))
PYRepository: openshift/insights-operator
Length of output: 502
🌐 Web query:
Atlassian CLI acli jira workitem view --fields syntax for retrieving Jira fix version or target version fields
💡 Result:
When using the Atlassian CLI (acli) command acli jira workitem view, the --fields parameter may not support direct retrieval of complex or non-navigable fields such as fixVersions or targetVersion [1]. To retrieve these fields, you should use the --json flag, which provides the full object representation of the work item, including those fields not accessible via the restricted --fields filter [1][2][3]. Recommended approaches: 1. Retrieve all data as JSON: acli jira workitem view --json 2. If you only need to confirm these fields exist or verify their values, using the --json flag ensures that complex objects (like version arrays) are fully expanded rather than omitted [1]. Note: The documentation indicates that the --fields flag is intended for retrieving a subset of basic, navigable fields [4][2]. Attempting to specify fields like fixVersions directly with --fields often results in them being excluded or not returned [1]. If you are working in an automated context, the most reliable method is to pipe the JSON output to a tool like jq to extract the specific version information [1][5].
Citations:
- 1: https://github.com/redhat-developer/rhdh-skill/blob/main/skills/rhdh-jira/references/acli-commands.md
- 2: https://developer.atlassian.com/cloud/acli/reference/commands/jira-workitem-view/
- 3: https://github.com/opendatahub-io/ai-helpers/blob/main/helpers/skills/jira-workitem-view/SKILL.md
- 4: https://developer.atlassian.com/cloud/acli/reference/commands/jira-workitem-view
- 5: https://github.com/rbarcante/claude-conductor/blob/master/skills/acli-jira/SKILL.md
🌐 Web query:
site:developer.atlassian.com/cloud/acli/reference/commands/jira-workitem-view acli jira workitem view json fields fixVersions
💡 Result:
To retrieve the fixVersions field using the ACLI jira workitem view command, you must include fixVersions in the --fields parameter [1][2]. If you want the output in JSON format, add the --json flag [1][2]. For example: acli jira workitem view KEY-123 --fields "summary,fixVersions" --json The --fields parameter accepts a comma-separated list of field names [1][2]. If you want to include fixVersions in addition to the default fields, you should explicitly specify them. The --fields parameter supports special values such as *all to return all fields if you prefer not to list them individually [1][2].
Citations:
- 1: https://developer.atlassian.com/cloud/acli/reference/commands/jira-workitem-view/
- 2: https://developer.atlassian.com/cloud/acli/reference/commands/jira-workitem-view
Fetch and confirm the Jira release version.
Request fixVersions (preferably with --json), display it during requirements confirmation, and stop before implementation when it is empty until the user supplies an explicit release version. Do not generate TODO_VERSION in documentation.
🧰 Tools
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 46 - 54, Update the
Jira ticket retrieval and Step 1 confirmation flow to request and display
fixVersions, preferably using the JSON response. If fixVersions is empty, stop
before implementation and require the user to provide an explicit release
version; use that confirmed value when generating documentation instead of
TODO_VERSION.
| ### Sensitive data — fields that do NOT need anonymization: | ||
| - Resource names (metadata.name) — unless they contain user-chosen values that could identify the customer | ||
| - Labels and annotations with well-known keys (e.g., `app.kubernetes.io/name`) | ||
| - Enum/type fields (e.g., platform type, storage class provisioner name) |
There was a problem hiding this comment.
🔒 Security & Privacy | 🟠 Major | ⚡ Quick win
Do not whitelist all well-known annotations.
Kubernetes annotations can contain full serialized specifications, URLs, cloud identifiers, certificate references, and user-generated values. The exemption at Line 97 can therefore bypass the required anonymization rules in Lines 83-93. Replace it with an explicit allowlist of verified safe keys and values. Treat unknown labels and annotations as sensitive by default.
As per path instructions, .claude is HIGH RISK — IDE and AI tool configuration (prodsec-skills) and requires security and malware scrutiny.
🧰 Tools
🪛 markdownlint-cli2 (0.23.1)
[warning] 95-95: Headings must start at the beginning of the line
(MD023, heading-start-left)
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 95 - 98, Replace the
broad exemption for labels and annotations with an explicit allowlist of
verified safe keys and values, while preserving only the documented safe
Kubernetes metadata cases. Ensure unknown labels and annotations remain subject
to anonymization under the rules in Lines 83-93, and update the guidance near
“Sensitive data” accordingly.
Source: Path instructions
| - **Use field selectors or label selectors**: Filter at the API level to reduce the amount of data fetched. | ||
| - **Paginate large lists**: Use `metav1.ListOptions{Limit: N}` for very large resource lists. |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
rg -n -C 4 'ListOptions.*Limit|\.Continue' pkg/gatherersRepository: openshift/insights-operator
Length of output: 6966
🏁 Script executed:
#!/bin/bash
set -e
printf '%s\n' '--- SKILL.md context ---'
sed -n '90,125p' .claude/skills/create-gatherer/SKILL.md
printf '%s\n' '--- relevant gatherer implementations ---'
sed -n '55,100p' pkg/gatherers/clusterconfig/gather_service_accounts.go
sed -n '70,125p' pkg/gatherers/clusterconfig/gather_install_plans.go
printf '%s\n' '--- limit and continuation usage ---'
rg -n -C 8 'maxServiceAccountsLimit|ServiceAccounts\(.*\)\.List|ListOptions\{Limit|Continue:' pkg/gatherersRepository: openshift/insights-operator
Length of output: 16816
🏁 Script executed:
#!/bin/bash
set -e
printf '%s\n' '--- SKILL.md truncation guidance ---'
sed -n '105,118p' .claude/skills/create-gatherer/SKILL.md
printf '%s\n' '--- gatherer error and limit patterns ---'
rg -n -C 8 'GatherActiveAlerts|truncat|Maximal total|totalServiceAccounts|maxServiceAccountsLimit' pkg .claude
printf '%s\n' '--- service-account tests and call sites ---'
rg -n -C 6 'ServiceAccounts|gatherServiceAccounts|config/serviceaccounts' --glob '*.go' .Repository: openshift/insights-operator
Length of output: 50386
🏁 Script executed:
#!/bin/bash
set -e
printf '%s\n' '--- Kubernetes ListMeta semantics in vendored types ---'
rg -n -A 18 -B 4 'type ListMeta struct|Continue.*token|remainingItemCount' vendor/k8s.io/apimachinery/pkg/apis/meta/v1/types.go
printf '%s\n' '--- generated ServiceAccount List signature ---'
rg -n -A 12 -B 4 'func \(.*serviceAccounts\).* List\(' vendor/k8s.io/client-go/kubernetes/typed/core/v1/serviceaccount.go
printf '%s\n' '--- focused service-account tests ---'
sed -n '1,135p' pkg/gatherers/clusterconfig/gather_service_accounts_test.go
printf '%s\n' '--- non-vendor limit/continuation call sites ---'
rg -n -C 5 --glob '!vendor/**' --glob '*.go' 'ListOptions\{[^}]*Limit|Continue:' pkg/gatherers/clusterconfigRepository: openshift/insights-operator
Length of output: 3486
🌐 Web query:
Kubernetes API concepts list pagination limit continue metadata.continue ListOptions
💡 Result:
The Kubernetes API supports pagination (often referred to as "chunking") to efficiently retrieve large collections of resources by breaking them into smaller, manageable chunks [1][2][3]. This mechanism helps reduce memory usage and request latency on both the API server and the underlying storage (etcd) [3][4]. Core Concepts: 1. ListOptions: When making a LIST request to a collection endpoint (e.g., /api/v1/pods), clients use the limit query parameter within ListOptions to specify the maximum number of items they wish to receive in a single chunk [1][5][6]. 2. metadata.continue: If the total number of resources in the collection exceeds the specified limit, the API server returns a response containing a metadata.continue token [1][5]. This token is an opaque string that the client must pass back to the server in the next request (using the continue query parameter) to fetch the subsequent chunk of results [1][7][6]. 3. Completion: A client continues to make requests using the most recent continue token until the server returns an empty continue field, signaling that all items have been retrieved [1][6]. Important Considerations: - Expiration: The continue token is temporary and typically expires within 5 to 15 minutes [1][7][6]. If a token expires or becomes invalid due to server configuration changes, the server will return a 410 Gone error [1][7]. In such cases, the client must restart the entire list operation from the beginning [1][7]. - Consistency: While paginating, the resourceVersion remains consistent with the initial request, ensuring that the retrieved data represents a stable snapshot [2][6]. - Client Libraries: Most Kubernetes client libraries, such as client-go in Go, handle this pagination automatically through abstraction layers like the pager package, which manages the chunking loop and error handling for the client [8][4]. - Limitations: Pagination is generally not supported when the watch parameter is set to true [7]. Additionally, note that some specific configurations (such as certain uses of the watch cache) may currently force requests to bypass in-memory caching and hit etcd directly when pagination tokens are involved [4].
Citations:
- 1: https://kubernetes.io/docs/reference/using-api/api-concepts/
- 2: Alpha list paging implementation kubernetes/kubernetes#48921
- 3: https://www.kubernetes.dev/resources/keps/365/
- 4: https://ahmet.im/blog/kubernetes-list-performance/
- 5: https://kubernetes.io/docs/reference/kubernetes-api/definitions/list-meta-v1-meta/
- 6: https://oneuptime.com/blog/post/2026-02-09-list-pagination-continue-token/view
- 7: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.28/
- 8: https://pkg.go.dev/k8s.io/client-go/tools/pager
Define pagination separately from truncation.
ListOptions{Limit: N} limits one response. If the gatherer must collect all resources, pass metadata.continue in subsequent requests until it is empty. If the gatherer enforces a hard cap, state that it stops intentionally and returns the truncation error described at line 112.
🧰 Tools
🪛 LanguageTool
[style] ~116-~116: As an alternative to the over-used intensifier ‘very’, consider replacing this phrase.
Context: ... Use metav1.ListOptions{Limit: N} for very large resource lists. **Size thresholds to...
(EN_WEAK_ADJECTIVE)
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 115 - 116, Update the
pagination guidance in the gatherer instructions to distinguish response
pagination from intentional truncation: require continuing requests with
metadata.continue until it is empty when collecting all resources, and document
that hard caps intentionally stop collection and return the truncation error
specified by the existing guidance.
| ### C. Dynamic client | ||
| Use for custom resources (CRDs) not in the core K8s or OpenShift config APIs. | ||
| - KubeConfig: `g.gatherKubeConfig` | ||
| - Client creation: `dynamic.NewForConfig(g.gatherKubeConfig)` | ||
| - Inner function parameter type: `dynamic.Interface` | ||
| - Fake client import: `dynamicfake "k8s.io/client-go/dynamic/fake"` | ||
| - GVR constant must be added to `pkg/gatherers/clusterconfig/const.go` | ||
| - Reference: `pkg/gatherers/clusterconfig/gather_sap_config.go` |
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🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
rg -n -C 3 'GroupVersionResource|GVR' pkg/gatherersRepository: openshift/insights-operator
Length of output: 50384
🏁 Script executed:
#!/bin/bash
set -eu
printf '%s\n' '--- relevant SKILL instructions ---'
sed -n '150,225p' .claude/skills/create-gatherer/SKILL.md
printf '%s\n' '--- GVR declarations and dynamic-client usage ---'
rg -n --glob '*.go' 'GroupVersionResource|dynamic\.NewForConfig|dynamicfake|gatherKubeConfig' pkg/gatherers
printf '%s\n' '--- package-local constant files ---'
find pkg/gatherers -type f -name 'const.go' -printRepository: openshift/insights-operator
Length of output: 35331
🏁 Script executed:
#!/bin/bash
set -eu
python3 - <<'PY'
from pathlib import Path
import re
skill = Path(".claude/skills/create-gatherer/SKILL.md").read_text()
for i, line in enumerate(skill.splitlines(), 1):
if 110 <= i <= 150:
print(f"{i}: {line}")
print("\nGVR declarations by Go package:")
for path in Path("pkg/gatherers").rglob("*.go"):
text = path.read_text(errors="replace")
if "schema.GroupVersionResource" not in text:
continue
package = re.search(r"^\s*package\s+(\w+)", text, re.M)
decls = len(re.findall(r"schema\.GroupVersionResource\s*(?:\{|=)", text))
print(f"{path}: package={package.group(1) if package else '?'} declarations={decls}")
print("\nReferences to clusterconfig GVR identifiers outside clusterconfig:")
identifiers = set()
for path in Path("pkg/gatherers/clusterconfig").glob("*.go"):
text = path.read_text(errors="replace")
identifiers.update(re.findall(r"\b[A-Za-z]\w*(?:GVR|GroupVersionResource|VersionResource|Resource)\b", text))
for path in Path("pkg/gatherers").rglob("*.go"):
if "pkg/gatherers/clusterconfig/" in str(path):
continue
text = path.read_text(errors="replace")
hits = sorted(x for x in identifiers if re.search(rf"\b{re.escape(x)}\b", text))
if hits:
print(f"{path}: {', '.join(hits)}")
PYRepository: openshift/insights-operator
Length of output: 6489
Define dynamic-client GVRs in the package that uses them.
pkg/gatherers/workloads/gather_helm_info.go and pkg/gatherers/conditional/gather_api_request_count.go already define GVRs outside clusterconfig. Update Step 4 to require package-local declarations, or document an exported shared-constant package.
🧰 Tools
🪛 markdownlint-cli2 (0.23.1)
[warning] 199-199: Headings must start at the beginning of the line
(MD023, heading-start-left)
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md around lines 199 - 206, Update the
“Dynamic client” guidance in the relevant Step 4 section to require each
gatherer package to define its own GVR constants locally, matching existing
usage in gather_helm_info.go and gather_api_request_count.go; do not require all
dynamic-client GVRs to be added to clusterconfig/const.go.
| - ALWAYS run `make docs` after creating the gathering function. | ||
| - ALWAYS explore the existing archive structure before choosing an archive path. | ||
|
|
||
| User's request: {{args}} |
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🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -eu
file=".claude/skills/create-gatherer/SKILL.md"
printf '%s\n' '--- target lines ---'
sed -n '390,445p' "$file"
printf '%s\n' '--- argument placeholder usage ---'
rg -n -C 2 '\{\{args\}\}|\$ARGUMENTS|\$[0-9]+' .claude/skills/create-gatherer .claude 2>/dev/null | head -200
printf '%s\n' '--- file metadata ---'
wc -l "$file"Repository: openshift/insights-operator
Length of output: 2711
🌐 Web query:
Claude Code slash commands SKILL.md $ARGUMENTS {{args}} supported argument placeholder
💡 Result:
In Claude Code, custom skills defined in SKILL.md files support several argument placeholders for dynamic content substitution [1][2][3]. Note that the {{args}} syntax is not a standard supported placeholder; the system uses specific dollar-sign-prefixed variables [1][4][5]. The following placeholders are supported for argument substitution: $ARGUMENTS: Expands to the entire argument string passed by the user when invoking the skill [1][6][5]. If this is not present in the content, arguments are automatically appended as ARGUMENTS: [1][3]. $ARGUMENTS[N]: Accesses a specific argument by 0-based index (e.g., $ARGUMENTS for the first argument) [1][2][7]. $N: A shorthand for $ARGUMENTS[N] (e.g., $0 for the first argument, $1 for the second) [1][4][7]. $name: References a named argument declared in the arguments list within the skill's YAML frontmatter [1][3][5]. For example, if you define arguments: [issue, branch] in the frontmatter, $issue will expand to the first argument and $branch to the second [1][2]. When using indexed arguments ($N or $ARGUMENTS[N]), the system uses shell-style quoting, meaning multi-word values should be wrapped in quotes to be treated as a single argument [1][3]. If an indexed placeholder references an argument that was not provided, it remains in the content unchanged [1][8]. If a named placeholder has no matching argument, it expands to an empty string [1][3]. To document these arguments for users, you should use the argument-hint field in the skill's YAML frontmatter (e.g., argument-hint: [arg1] [arg2]), which helps make the arguments discoverable in the /help menu [6][9].
Citations:
- 1: https://code.claude.com/docs/en/slash-commands
- 2: https://code.claude.com/docs/en/skills
- 3: https://code.claude.com/docs/en/slash-commands.md
- 4: [DOCS] Clarify support for positional arguments ($1, $2, etc.) in Agent Skills anthropics/claude-code#19355
- 5: https://techsy.io/en/blog/how-to-add-flags-to-claude-code-slash-commands
- 6: https://github.com/anthropics/claude-code/blob/main/plugins/plugin-dev/skills/command-development/README.md
- 7: https://mintlify.wiki/shanraisshan/claude-code-best-practice/best-practices/commands
- 8: https://code.claude.com/docs/en/agent-sdk/slash-commands
- 9: https://github.com/anthropics/claude-code/blob/main/plugins/plugin-dev/skills/command-development/SKILL.md
🏁 Script executed:
#!/bin/bash
set -eu
file=".claude/skills/create-gatherer/SKILL.md"
printf '%s\n' '--- skill frontmatter and opening instructions ---'
sed -n '1,90p' "$file"
printf '%s\n' '--- references to invocation, request, arguments, and prompt construction ---'
rg -n -i -C 3 'argument|request|invoke|skill|prompt|user' "$file" | head -240Repository: openshift/insights-operator
Length of output: 9345
🌐 Web query:
site:code.claude.com/docs/en/skills $ARGUMENTS automatically appended arguments SKILL.md
💡 Result:
In the context of Claude Code skills defined in a SKILL.md or similar file, $ARGUMENTS is a placeholder used to access arguments passed when invoking a skill [1]. If the $ARGUMENTS placeholder is not explicitly included in the skill content, Claude Code will automatically append ARGUMENTS: followed by the provided arguments to the end of the skill content [1]. This ensures that the model still has visibility into the arguments you typed during invocation [1]. You can also access specific arguments using indexed placeholders like $ARGUMENTS[N] or shorthand notation such as $N (e.g., $0 for the first argument) [1]. Named arguments defined in the skill's frontmatter can also be accessed directly using their names [1].
Citations:
Replace {{args}} with $ARGUMENTS or $0. {{args}} remains literal, so the request is only supplied through Claude Code’s implicit argument appending.
🧰 Tools
🪛 SkillSpector (2.4.4)
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 183: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 184: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 201: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 202: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
[error] 210: [PE3] Credential Access: Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
Remediation: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
(Privilege Escalation (PE3))
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In @.claude/skills/create-gatherer/SKILL.md at line 423, Replace the literal
{{args}} placeholder in the User's request template with Claude Code’s supported
$ARGUMENTS or $0 variable so the request is explicitly passed into the gatherer
skill.
|
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: ncaak, opokornyy The full list of commands accepted by this bot can be found here. The pull request process is described here DetailsNeeds approval from an approver in each of these files:
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3 participants
Add Claude Code skill for implementing new gatherers
Categories
Sample Archive
NoneDocumentation
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Yes. There are no sensitive data in the newly collected information.
Changelog
NoneBreaking Changes
No
References
https://redhat.atlassian.net/browse/CCXDEV-16647
Summary by CodeRabbit