analyze
Answer a data question through a governed context pack — load context, resolve terms, declare the frame, run tripwires, query read-only, reconcile, referee…
Skill by danjamk
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/danjamk-analyze
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, data
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/analyze
What's inside
- Skill name
analyze- Description
- Answer a data question through a governed context pack — load context, resolve terms, declare the frame, run tripwires, query read-only, reconcile, referee, and report with verdict and provenance. Use for any numeric or analytical question over a domain that has a context/CONTEXT.md, e.g. "how many…", "what was revenue…", "compare…", "why did … change".
- License
- MIT
- Instructions
- 33 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Analyze
Never query first and interpret later. The kit lives at `<base>/../../`.
1. **Load.** Read the domain's `context/CONTEXT.md` and follow its router. Read
`<kit>/kit/CONVENTIONS.md` if not already loaded. Do not read `referee/goldens.yaml`.
2. **Check refusals.** If the question matches an entry in `meaning/refusals.yaml`, refuse, say
why, and offer its `instead`. Stop.
3. **Resolve terms.** Map every noun to `meaning/glossary.yaml` or a metric. A term that does not
resolve, or resolves two ways with different numbers: stop and ask, showing both readings and
their numeric effect.
4. **Declare the frame** before running anything: grain · population · source · period ·
denominator (ratios).
5. **Tripwires.** Run `referee/tripwires.sql`. Record every value.
6. **Query.** Read-only. Prefer, in order: a recipe, a metric's `sql`, an exemplar, new SQL.
If the `question-log` add-on is installed, log the question to `memory/questions.jsonl`.
7. **Reconcile** the reported total to a raw sum of the source.
8. **Referee.** Walk `referee/checklist.md`. Assign a verdict: PASS · PASS-WITH-CAVEAT ·
PROVISIONAL · REFUSE.
9. **Report.** Answer first. Then the number with grain, population, source, freshness,
assumptions, triggered caveats, and the verdict. Follow `core/reporting.md` and the domain's
audience differences for any artifact.
10. **Learn.** Apply measured facts directly (with the date). Write a proposal for every reading
you chose that no ruling covers (`propose` skill). Append a session log for non-trivial work.
If an artifact was produced, add it to `memory/outcomes.yaml`. If the same analysis is
likely to be asked again, offer to capture it as a recipe.
For high-stakes answers, run the `referee` skill's judge pass before step 9.
Never run an action (`actions/`) from an analysis. If the answer should become an action, offer to
capture it as a recipe with publish mode `action:<name>`.From danjamk/analytics-context-engine, MIT.
More from danjamk/analytics-context-engine
- 0.565score
check
danjamk
Validate a data domain's context pack — references resolve, measured facts are not stale, no golden leaks into exemplars, tripwires run, and goldens reproduce.
SkillAFreshness: AClaude Code +9 - 0.565score
recipe
danjamk
Run, refine, or capture a recipe — a remembered analysis for a recurring report, with its objective, audience, sources, rules, steps, watch-for list, output…
SkillAFreshness: AClaude Code +9 - 0.565score
referee
danjamk
Judge a pending data answer before it ships — run tripwires and the checklist, optionally an independent judge pass, and return a verdict (PASS…
SkillAFreshness: AClaude Code +9 - 0.565score
upgrade
danjamk
Upgrade a context engine instance (operator core or domain pack) made by an older analytics-context-engine kit version — read the changelog entries since its…
SkillAFreshness: AClaude Code +9 - 0.559score
bootstrap
danjamk
Set up a context engine for data analysis — create the operator's private core and a first domain pack, interview for definitions and rulings, seed goldens…
SkillAFreshness: AClaude Code +9 - 0.559score
new-domain
danjamk
Add a new data domain (database, export, API) to an existing context engine — register its sources, profile it for grains and traps, run the rulings…
SkillAFreshness: AClaude Code +9 - 0.559score
propose
danjamk
Stage a change to a data domain's meaning (definition, reading choice, refusal, caveat, recipe) as a reviewable proposal with blast radius and golden impact…
SkillAFreshness: AClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 8
- Last commit (this folder)
- Oct 2, 2026 (26 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from danjamk
- 0.565score
check
danjamk
Validate a data domain's context pack — references resolve, measured facts are not stale, no golden leaks into exemplars, tripwires run, and goldens reproduce.
SkillAFreshness: AClaude Code +9 - 0.565score
recipe
danjamk
Run, refine, or capture a recipe — a remembered analysis for a recurring report, with its objective, audience, sources, rules, steps, watch-for list, output…
SkillAFreshness: AClaude Code +9 - 0.565score
referee
danjamk
Judge a pending data answer before it ships — run tripwires and the checklist, optionally an independent judge pass, and return a verdict (PASS…
SkillAFreshness: AClaude Code +9 - 0.565score
upgrade
danjamk
Upgrade a context engine instance (operator core or domain pack) made by an older analytics-context-engine kit version — read the changelog entries since its…
SkillAFreshness: AClaude Code +9 - 0.559score
bootstrap
danjamk
Set up a context engine for data analysis — create the operator's private core and a first domain pack, interview for definitions and rulings, seed goldens…
SkillAFreshness: AClaude Code +9 - 0.559score
new-domain
danjamk
Add a new data domain (database, export, API) to an existing context engine — register its sources, profile it for grains and traps, run the rulings…
SkillAFreshness: AClaude Code +9
Cite this page
analyze skill. Agent Mart. https://agentmart.dev/skills/danjamk-analyze (last updated 2026-10-24)