context-health
Skill4 starsChanged 49 days agoMITView on GitHub
Audits every context layer — memory, disciplines, skills, knowledge, and task state — for staleness, bloat, orphaned entries, contradictions, and index drift, deriving every check from the live registries instead of a hardcoded snapshot.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- msiShariful/claude-token-inspectortheir own version, first seen Oct 24, 2026
- claude-world/claude-agenttheir own version, first seen Mar 22, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- claude-world/claude-agent★ 5same name
- msiShariful/claude-token-inspector★ 4same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository12 other files it gives its agents.
- code-reviewSkill
- curateSkill
- demand-pipelineSkill
- find-skillsSkill
- learnSkill
- onboard-projectSkill
- open-prSkill
- planSkill
- portfolio-triageSkill
- releaseSkill
- routeSkill
- verifySkill
The file
We split this skill into the rules it gives an agent
11 rules. About 0 are common, 3 are distinctive, and 8 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 21
Every check below reads its target list from a live source — docs/portfolio.md (the project registry), the actual contents of skills/, …
- Very specific: line 32
1a. Routing index budget: Read the index file's stated line cap (see docs/memory-system.md).
- Very specific: line 42
1c. Broken links: Every [[name]] or path reference inside the index or a cluster should resolve to a file that actually exists.
- Very specific: line 57
2a. Index consistency: Every file in disciplines/ (excluding README.md) should have a corresponding row in disciplines/README.md's index …
- Very specific: line 77
3a. Frontmatter completeness: Every skills/<name>/SKILL.md must declare name, description, domains, and tier (disciplines/skill-design.md).
- Very specific: line 105
4b.
knowledge/README.mdindex drift: Every real entry file should be linked from the index. - Very specific: line 120
5a. Registry projects without a board: Every project row in the registry's projects block (between the <!-- projects:start --> / <!-- …
- Distinctive: line 136
6a. Index drift: If an incidents index exists, confirm every incident file is listed and every listed entry has a file.
- Distinctive: line 194
Add a missing index/README entry for a file that exists but isn't listed.
- Distinctive: line 195
Remove a broken link/pointer whose target file is confirmed gone (the content isn't deleted — it just never existed at that path.
- Very specific: line 198
Add a > stale — last verified <date> header to files flagged in 1d / 4a.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Context-health skill
The audit half of the self-improvement loop (disciplines/self-improvement-loop.md). curate
sediments what's already known to be stale; context-health is what finds the drift in the
first place — orphaned files, broken index links, caps quietly blown, disciplines that
contradict each other. Run it after a heavy multi-session stretch, when context feels noisy, or
monthly as a baseline.
Arguments: $ARGUMENTS (optional. no args = audit only, report findings. --fix = also apply
the safe automations listed at the bottom).
Maintenance principle — derive checks from live registries, not hardcoded lists
Every check below reads its target list from a live source — docs/portfolio.md (the
project registry), the actual contents of skills/, disciplines/, knowledge/ on disk — not
from a snapshot written into this file. A skill that hardcodes "the five projects are X, Y, Z…"
goes stale itself the first time a project is added or retired, silently auditing the wrong
thing. If you ever catch this skill checking something that no longer matches the live
registry, that's a bug in the skill, not in the portfolio — fix the check, not the registry.
Layer 1 — Memory audit
Memory lives per docs/memory-system.md: a Layer-1 routing index + Layer-2 clusters.
1a. Routing index budget. Read the index file's stated line cap (see
docs/memory-system.md). Count actual lines and flag any entry whose body text (not a
pointer) exceeds ~2 sentences or ~200 characters — that's content that should have been
relocated behind a pointer, per the index-is-pointers-not-content rule.
1b. Orphaned memory files. A file under the memory directory that no index entry and no cluster references is unreachable — it's dead weight loaded from disk with no way for an agent to ever be routed to it. For every file, confirm at least one reference exists somewhere in the index or another cluster; list anything with zero references.
1c. Broken links. Every [[name]] or path reference inside the index or a cluster should
resolve to a file that actually exists. List any that don't.
1d. Staleness. Files not modified in a long window (e.g. 14+ days) are candidates for review — not automatically wrong, but worth a "is this still true" pass, especially anything describing infra, config, or environment state that changes over time.
1e. Contradictions. Two memory entries covering overlapping topics that give different
guidance. Read pairs with related names/topics and check whether the newer one supersedes the
older — if so, the older should say so or be retired via curate.
Layer 2 — Disciplines audit
Disciplines are the always-on layer (disciplines/README.md), loaded into every session.
2a. Index consistency. Every file in disciplines/ (excluding README.md) should have a
corresponding row in disciplines/README.md's index table, and vice versa — a discipline not
indexed is invisible to whatever surfaces the set into an agent's prompt; an indexed file that
no longer exists is a broken pointer.
2b. Shape conformance. Per disciplines/README.md, every discipline follows Pattern / Why
/ How to apply / When NOT to apply. Flag any file missing a section — an unbounded discipline
(no "when not to apply") tends to over-fire and get worked around rather than followed.
2c. Overlap / redundancy. Two disciplines saying materially the same thing compete for
attention instead of reinforcing each other. Skim titles and one-line summaries for near-
duplicates; where found, one should be sharpened and the other retired or merged into it (this
is a curate action, not a context-health --fix one — flag it here, act on it there).
2d. Referenced-file existence. Disciplines cite scripts, templates, and other docs by path. Extract path-looking references and confirm each resolves; a moved/renamed target makes the discipline silently misleading every session it's loaded.
Layer 3 — Skills audit
3a. Frontmatter completeness. Every skills/<name>/SKILL.md must declare name,
description, domains, and tier (disciplines/skill-design.md). A skill missing
domains: is never selected by the router — it silently never activates. List every skill
missing any of the four fields.
3b. Name/directory match. name: in the frontmatter must equal the directory name exactly.
A mismatch breaks direct invocation by name.
3c. skills/README.md drift. Diff the set of directories under skills/ against the set
of skills actually indexed in skills/README.md — report skills present on disk but unindexed,
and index entries pointing at directories that no longer exist.
3d. Clean-and-powerful spot check. For any skill touched since the last audit, re-run the
five-point checklist in disciplines/skill-design.md (single responsibility, composable,
evidence-grounded steps, subcommand for variants, one canonical home). This is a judgment check,
not a script — flag candidates, don't auto-fail them.
Layer 4 — Knowledge audit
Knowledge lives at knowledge/ (see docs/knowledge-system.md), and per-project detail lives
in each project's knowledge pack.
4a. Category coverage. For each category directory under knowledge/ (problem-solving,
insights, patterns, incidents, tech-discoveries, and any others this portfolio has added):
count real entries (excluding README.md/.gitkeep). A category sitting at zero for a long
time either means nothing of that type has happened yet (fine) or lessons are being mis-routed
into the wrong category or skipped entirely (worth checking against recent learn activity).
4b. knowledge/README.md index drift. Every real entry file should be linked from the
index; list any that aren't.
4c. Undated entries. Files that don't carry a date (in the filename or frontmatter) can't be assessed for staleness later — flag them for a date to be added.
4d. Project knowledge-pack staleness. Per docs/portfolio.md, every registered project has
a knowledge pack (templates/knowledge-pack.md schema). Flag any pack whose last edit predates
recent activity on that project (commits, task-board updates) — a stale pack actively misleads
the next agent working there.
Layer 5 — Task-state audit
Per docs/task-state.md: a task board per project.
5a. Registry projects without a board. Every project row in the registry's projects block
(between the <!-- projects:start --> / <!-- projects:end --> markers in docs/portfolio-registry.md)
should have a task board at its registered path. Parse only that block — not the tier→policy table.
List any registered project missing one.
5b. Stale boards. A board with open (not-done) items whose file hasn't changed in a long window (e.g. 30+ days) is either done-but-unrecorded or genuinely parked. Flag for review — a parked item should still capture enough (state, next step, what it's blocked on) to resume cold; if it doesn't, that's the fix, not closing it.
5c. Orphaned agent definitions / plans. Any per-project agent definition or standalone plan doc that no board or registry entry references is a candidate for either linking in or archiving — decide per file, don't bulk-delete.
Layer 6 — Incidents audit (if this portfolio uses templates/incident-contract.md)
6a. Index drift. If an incidents index exists, confirm every incident file is listed and every listed entry has a file.
6b. Missing retrospective. Per the incident contract, a closed incident should end with a
retrospective section. Flag any incident marked resolved/closed without one — the lesson was
never extracted, which means it likely never reached learn either.
Health report format
## Context Health Report — <date>
### Memory [status]
- Routing index: N lines (cap: N) — over-cap entries: N
- Orphaned files: N (list)
- Broken links: N (list)
- Stale (>14d): N (list)
- Contradictions flagged: N pairs
### Disciplines [status]
- Unindexed on disk: N | indexed-but-missing: N
- Missing a required section: N (list)
- Overlap candidates: N pairs (list)
- Broken referenced paths: N (list)
### Skills [status]
- Missing domains/tier: N (list)
- Name/dir mismatches: N (list)
- README.md drift: N unindexed, N dangling
### Knowledge [status]
- Empty categories: N (list)
- Index drift: N unlinked entries
- Undated entries: N
- Stale project packs: N (list)
### Task state [status]
- Registered projects without a board: N (list)
- Stale boards (open, untouched >30d): N (list name + age)
- Orphaned agent defs / plans: N (list)
### Incidents [status] (if applicable)
- Index drift: N
- Missing retrospective: N (list)
### Priority actions
1. [highest impact / easiest fix first]
2. ...Status per layer: green (nothing flagged or only minor staleness), yellow (several items need a look), red (a cap is blown or a broken reference is actively misleading an agent right now — fix red items first, always).
--fix scope
Safe, purely additive or dedup automations only:
- Add a missing index/README entry for a file that exists but isn't listed.
- Remove a broken link/pointer whose target file is confirmed gone (the content isn't deleted — it just never existed at that path; removing a dangling pointer is not the same as deleting content).
- Add a
> stale — last verified <date>header to files flagged in 1d / 4a.
Everything else — resolving contradictions, merging disciplines, relocating always-loaded
content, deciding a board item is actually done, adding missing domains:/tier: (an
activation-scope call) — requires a human or an explicit curate pass. context-health finds
problems; it does not decide how to resolve the ones that need judgment.
Why this exists
learn and curate both assume the always-loaded/on-demand split is intact — but drift
accumulates in a system that runs for a long time: a skill loses its domains: field in a
refactor, an index entry outlives the file it points to, two disciplines quietly start saying
different things. None of that shows up as a task failure until an agent hits the exact gap —
by which point the cost has already been paid. context-health is the periodic check that
finds the gap before the next agent falls into it.
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